Predicting Risk of Hypoglycemia in Patients With Type 2 Diabetes by Electronic Health Record–Based Machine Learning: Development and Validation

Published on 16.06.2022 in Vol 10, No 6 (2022): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/36958, first published January 31, 2022.

; Jiaxi Li²

; Siru Liu³

; Xiaoling Yang⁴

; Jialin Liu^{1, 5}

Hao Yang ^{1
*} , MSc ; Jiaxi Li ^{2
*} , MSc ; Siru Liu ³ , PhD ; Xiaoling Yang ⁴ , MSc ; Jialin Liu ^{1, 5} , MD

¹ Information Center, West China Hospital, Sichuan University, Chengdu, China

² Department of Clinical Laboratory Medicine, Jinniu Maternity and Child Health Hospital of Chengdu, Chengdu, China

³ Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, United States

⁴ West China School of Nursing, Endocrinology and Metabolism Department, West China Hospital, Sichuan University, Chengdu, China

⁵ Department of Medical Informatics, West China Medical School, Chengdu, China

*these authors contributed equally

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